Concepedia

Huan Zhang

HZ

Statistics

Publications

2

Citations

456

H-Index

2

Active since

2016

Affiliations

University of California, Davis(Current)

Huan Zhang is an author at University of California, Davis specializing in federated learning, distributed learning, and edge computing.

Top concepts

EngineeringEdge ComputingCloud ComputingComputer ScienceMachine LearningCluster ComputingFederated LearningParallel ComputingDistributed LearningParallel Programming

Publications per year

2016–2017

2

Publications

2

Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent

Xiangru Lian, Ce Zhang, Huan Zhang et al. · arXiv (Cornell University) · 2017 · 406 citations · Full text

Cluster Computing, Engineering, Machine Learning +19

HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

Huan Zhang, Cho‐Jui Hsieh, Venkatesh Akella · 2016 · 50 citations

Cluster Computing, Engineering, Machine Learning +21

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